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Systems and methods for classification of scholastic works

机译:学术著作分类系统和方法

摘要

A system for classification of scholastic works includes a computing device configured to receive a first scholastic work, identify an author and a category of the first scholastic work, determine at least a work theme by receiving theme training data, the theme training data including a plurality of entries, each entry including a training textual element and a correlated theme, training a theme classifier as a function of the training data, and determining the at least a work theme as a function of the plurality of textual elements and the theme classifier, calculate a reliability quantifier as a function of the at least a theme, the author, and the category, select the scholastic work as a function of the reliability quantifier, derive, from the scholastic work, at least a correlation between a diagnostic element and a practice, and store the at least a correlation in an expert database.
机译:一种用于学术著作分类的系统包括计算设备,其被配置为接收第一学术著作,识别作者和第一学术著作的类别,通过接收主题训练数据来确定至少一个作品主题,主题训练数据包括多个条目,每个条目包括训练文本元素和相关主题,训练主题分类器作为训练数据的函数,并确定作为多个文本元素和主题分类器的函数的至少一个作品主题,计算作为至少一个主题、作者和类别的函数的可靠性量词,选择作为可靠性量词的函数的学术作品,从学术作品派生,诊断元素和实践之间的至少一种相关性,并将该至少一种相关性存储在专家数据库中。

著录项

  • 公开/公告号US11275936B2

    专利类型

  • 公开/公告日2022-03-15

    原文格式PDF

  • 申请/专利权人 KPN INNOVATIONS LLC.;

    申请/专利号US202016912126

  • 发明设计人 KENNETH NEUMANN;

    申请日2020-06-25

  • 分类号G06K9;G06K9/62;

  • 国家 US

  • 入库时间 2022-08-24 23:52:10

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